Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9507979 0.8872715 0.9897153 0.9240911
bt 0.7686170 0.8334952 0.8445701 0.5474270
maxnet 0.6808511 0.9872304 0.8107439 0.4914235
gam 0.7406915 NA NA NA
glm 0.6795213 NA NA NA

Variable Importance